Start with the why
Frame technical material through the decisions, people, and systems it ultimately affects.
Teaching & mentorship
Make it clear. Make it practical. Make it stick.
I help students build the technical confidence, critical thinking, and independence they need to turn complex ideas into meaningful work.
Talk about teaching ↗
My aimStudents who can explain, question, and build.
“
A teacher affects eternity; they can never tell where their influence stops.
— Adapted from Henry AdamsTeaching philosophy
Challenge, support, and room to grow.
My approach is grounded in patience, clarity, and encouragement. I create learning environments where students feel supported enough to ask questions, challenged enough to stretch, and trusted enough to develop independence.
Whether in a classroom, research supervision, or informal academic guidance, I connect foundational ideas to real problems and make feedback a tool for growth.
In the classroom
How students learn with me.
A practical, inclusive approach designed to move learners from understanding to confident application.
Build by doing
Use scaffolded, authentic projects that make abstract concepts visible and memorable.
Make thinking visible
Ask students to explain tradeoffs, evaluate evidence, and learn from productive mistakes.
Mentor toward independence
Give clear feedback, steady encouragement, and gradually greater ownership of the work.
Areas of instruction
Prepared to teach across the AI and computer science curriculum.
My research and professional background support undergraduate and graduate teaching that links strong fundamentals to contemporary practice.
Request teaching materials ↗AIArtificial Intelligence & Machine Learning
CVComputer Vision & Deep Learning
CSCybersecurity & Network Intelligence
DSData Science & Applied Analytics
RSResearch Methods & Responsible AI
Mentorship
Education is a long game.
I value the opportunity to support undergraduate and graduate students as they develop confidence, direction, and a professional identity of their own.
Email Sara ↗Let’s talk
Building a program where students and ideas can thrive?
I welcome conversations about faculty opportunities, curriculum, and student research mentorship.
Start a conversation ↗